Machine learning with knowledge constraints for design optimization of microring resonators as a quantum light source
Abstract With careful design and integration, microring resonators can serve as a promising foundation for developing compact and scalable sources of non-classical light for quantum information processing. However, the current design flow is hindered by computational challenges and a complex, high-d...
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Main Authors: | Parisa Sadeghli Dizaji, Hamidreza Habibiyan |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2025-01-01
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Series: | Scientific Reports |
Subjects: | |
Online Access: | https://doi.org/10.1038/s41598-024-84560-4 |
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